--- /dev/null
+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+// By downloading, copying, installing or using the software you agree to this license.
+// If you do not agree to this license, do not download, install,
+// copy or use the software.
+//
+//
+// Intel License Agreement
+// For Open Source Computer Vision Library
+//
+// Copyright (C) 2000, Intel Corporation, all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+// * Redistribution's of source code must retain the above copyright notice,
+// this list of conditions and the following disclaimer.
+//
+// * Redistribution's in binary form must reproduce the above copyright notice,
+// this list of conditions and the following disclaimer in the documentation
+// and/or other materials provided with the distribution.
+//
+// * The name of Intel Corporation may not be used to endorse or promote products
+// derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+/*
+ * createsamples.cpp
+ *
+ * Create test/training samples
+ */
+
+#include <cstdio>
+#include <cstring>
+#include <cstdlib>
+#include <cmath>
+
+#include "cvhaartraining.h"
+
+int main( int argc, char* argv[] )
+{
+ int i = 0;
+ char* nullname = (char*)"(NULL)";
+ char* vecname = NULL; /* .vec file name */
+ char* infoname = NULL; /* file name with marked up image descriptions */
+ char* imagename = NULL; /* single sample image */
+ char* bgfilename = NULL; /* background */
+ int num = 1000;
+ int bgcolor = 0;
+ int bgthreshold = 80;
+ int invert = 0;
+ int maxintensitydev = 40;
+ double maxxangle = 1.1;
+ double maxyangle = 1.1;
+ double maxzangle = 0.5;
+ int showsamples = 0;
+ /* the samples are adjusted to this scale in the sample preview window */
+ double scale = 4.0;
+ int width = 24;
+ int height = 24;
+
+ if( argc == 1 )
+ {
+ printf( "Usage: %s\n [-info <collection_file_name>]\n"
+ " [-img <image_file_name>]\n"
+ " [-vec <vec_file_name>]\n"
+ " [-bg <background_file_name>]\n [-num <number_of_samples = %d>]\n"
+ " [-bgcolor <background_color = %d>]\n"
+ " [-inv] [-randinv] [-bgthresh <background_color_threshold = %d>]\n"
+ " [-maxidev <max_intensity_deviation = %d>]\n"
+ " [-maxxangle <max_x_rotation_angle = %f>]\n"
+ " [-maxyangle <max_y_rotation_angle = %f>]\n"
+ " [-maxzangle <max_z_rotation_angle = %f>]\n"
+ " [-show [<scale = %f>]]\n"
+ " [-w <sample_width = %d>]\n [-h <sample_height = %d>]\n",
+ argv[0], num, bgcolor, bgthreshold, maxintensitydev,
+ maxxangle, maxyangle, maxzangle, scale, width, height );
+
+ return 0;
+ }
+
+ for( i = 1; i < argc; ++i )
+ {
+ if( !strcmp( argv[i], "-info" ) )
+ {
+ infoname = argv[++i];
+ }
+ else if( !strcmp( argv[i], "-img" ) )
+ {
+ imagename = argv[++i];
+ }
+ else if( !strcmp( argv[i], "-vec" ) )
+ {
+ vecname = argv[++i];
+ }
+ else if( !strcmp( argv[i], "-bg" ) )
+ {
+ bgfilename = argv[++i];
+ }
+ else if( !strcmp( argv[i], "-num" ) )
+ {
+ num = atoi( argv[++i] );
+ }
+ else if( !strcmp( argv[i], "-bgcolor" ) )
+ {
+ bgcolor = atoi( argv[++i] );
+ }
+ else if( !strcmp( argv[i], "-bgthresh" ) )
+ {
+ bgthreshold = atoi( argv[++i] );
+ }
+ else if( !strcmp( argv[i], "-inv" ) )
+ {
+ invert = 1;
+ }
+ else if( !strcmp( argv[i], "-randinv" ) )
+ {
+ invert = CV_RANDOM_INVERT;
+ }
+ else if( !strcmp( argv[i], "-maxidev" ) )
+ {
+ maxintensitydev = atoi( argv[++i] );
+ }
+ else if( !strcmp( argv[i], "-maxxangle" ) )
+ {
+ maxxangle = atof( argv[++i] );
+ }
+ else if( !strcmp( argv[i], "-maxyangle" ) )
+ {
+ maxyangle = atof( argv[++i] );
+ }
+ else if( !strcmp( argv[i], "-maxzangle" ) )
+ {
+ maxzangle = atof( argv[++i] );
+ }
+ else if( !strcmp( argv[i], "-show" ) )
+ {
+ showsamples = 1;
+ if( i+1 < argc && strlen( argv[i+1] ) > 0 && argv[i+1][0] != '-' )
+ {
+ double d;
+ d = strtod( argv[i+1], 0 );
+ if( d != -HUGE_VAL && d != HUGE_VAL && d > 0 ) scale = d;
+ ++i;
+ }
+ }
+ else if( !strcmp( argv[i], "-w" ) )
+ {
+ width = atoi( argv[++i] );
+ }
+ else if( !strcmp( argv[i], "-h" ) )
+ {
+ height = atoi( argv[++i] );
+ }
+ }
+
+ printf( "Info file name: %s\n", ((infoname == NULL) ? nullname : infoname ) );
+ printf( "Img file name: %s\n", ((imagename == NULL) ? nullname : imagename ) );
+ printf( "Vec file name: %s\n", ((vecname == NULL) ? nullname : vecname ) );
+ printf( "BG file name: %s\n", ((bgfilename == NULL) ? nullname : bgfilename ) );
+ printf( "Num: %d\n", num );
+ printf( "BG color: %d\n", bgcolor );
+ printf( "BG threshold: %d\n", bgthreshold );
+ printf( "Invert: %s\n", (invert == CV_RANDOM_INVERT) ? "RANDOM"
+ : ( (invert) ? "TRUE" : "FALSE" ) );
+ printf( "Max intensity deviation: %d\n", maxintensitydev );
+ printf( "Max x angle: %g\n", maxxangle );
+ printf( "Max y angle: %g\n", maxyangle );
+ printf( "Max z angle: %g\n", maxzangle );
+ printf( "Show samples: %s\n", (showsamples) ? "TRUE" : "FALSE" );
+ if( showsamples )
+ {
+ printf( "Scale: %g\n", scale );
+ }
+ printf( "Width: %d\n", width );
+ printf( "Height: %d\n", height );
+
+ /* determine action */
+ if( imagename && vecname )
+ {
+ printf( "Create training samples from single image applying distortions...\n" );
+
+ cvCreateTrainingSamples( vecname, imagename, bgcolor, bgthreshold, bgfilename,
+ num, invert, maxintensitydev,
+ maxxangle, maxyangle, maxzangle,
+ showsamples, width, height );
+
+ printf( "Done\n" );
+ }
+ else if( imagename && bgfilename && infoname )
+ {
+ printf( "Create test samples from single image applying distortions...\n" );
+
+ cvCreateTestSamples( infoname, imagename, bgcolor, bgthreshold, bgfilename, num,
+ invert, maxintensitydev,
+ maxxangle, maxyangle, maxzangle, showsamples, width, height );
+
+ printf( "Done\n" );
+ }
+ else if( infoname && vecname )
+ {
+ int total;
+
+ printf( "Create training samples from images collection...\n" );
+
+ total = cvCreateTrainingSamplesFromInfo( infoname, vecname, num, showsamples,
+ width, height );
+
+ printf( "Done. Created %d samples\n", total );
+ }
+ else if( vecname )
+ {
+ printf( "View samples from vec file (press ESC to exit)...\n" );
+
+ cvShowVecSamples( vecname, width, height, scale );
+
+ printf( "Done\n" );
+ }
+ else
+ {
+ printf( "Nothing to do\n" );
+ }
+
+ return 0;
+}
projects / opencv / blobdiff